{"id":"W4406106693","doi":"10.54097/3fb71s08","title":"Innovative Wing Design: Advancements in Aerodynamics, Materials, and Computational Analysis","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College","funders":"","keywords":"Aerodynamics; Wing; Aerospace engineering; Engineering; Computer science; Aeronautics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733721,0.0006570428,0.0006968958,0.001285931,0.0004037157,0.002234153,0.0009988073,0.001167927,0.00279716],"category_scores_gemma":[0.002128778,0.0003795278,0.0007510493,0.0008671023,0.001205873,0.002123627,0.001380447,0.00186618,0.001114399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007712238,"about_ca_system_score_gemma":0.0007878814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168582,"about_ca_topic_score_gemma":0.0006240015,"domain_scores_codex":[0.9989974,0.0002299012,0.00005389941,0.0001202828,0.0005477763,0.00005072501],"domain_scores_gemma":[0.9990165,0.0004966392,0.00008519449,0.0001085494,0.0002312875,0.00006187247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005753224,0.00009466035,0.001743713,0.001667311,0.00008189029,0.0001518778,0.0002551144,0.07560301,0.01249509,0.3246136,0.01307314,0.5701631],"study_design_scores_gemma":[0.00002805321,0.0002291027,0.001616286,0.0008101555,0.00005395103,0.0006378449,0.0001582055,0.1875709,0.01136719,0.1974264,0.6000071,0.00009489593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01162706,0.1337757,0.7943233,0.005324502,0.001880678,0.00007909253,0.0001138328,0.0004232822,0.05245255],"genre_scores_gemma":[0.2166529,0.2105538,0.5452724,0.001280243,0.003435698,0.0002054075,0.0003919069,0.0005638645,0.02164382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00279716,"threshold_uncertainty_score":0.009357393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007121115417521487,"score_gpt":0.2304222239903922,"score_spread":0.2233011085728707,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}